Automating neural network configuration with Keras Tuner
Machine learning has been around for many decades now. Starting with the Rosenblatt Perceptron in the 1950s, followed by Multilayer...
Tag: Keras
How to use HDF5Matrix with Keras?
In machine learning, when performing supervised learning, you’ll have to load your dataset from somewhere – and then feed it...
How to use H5Py and Keras to train with data from HDF5 files?
In the many simple educational cases where people show you how to build Keras models, data is often loaded from...
Storing web app machine learning predictions in a SQL database
In a previous blog post, we looked at how we could deploy a Keras model by means of an API....
How to Perform Fruit Classification with Deep Learning in Keras
Fruits are very common in today’s world – despite the abundance of fast food and refined sugars, fruits remain widely...
Using simple generators to flow data from file with Keras
During development of basic neural networks – such as the ones we build to show you how e.g. Conv2D layers...
How to generate a summary of your Keras model?
When building a neural network with the Keras framework for deep learning, I often want to have a quick and...
How to use Conv2D with Keras?
One of the most widely used layers within the Keras framework for deep learning is the Conv2D layer. However, especially...
Tutorial: How to deploy your ConvNet classifier with Keras and FastAPI
Training machine learning models is fun – but what if you found a model that really works? You’d love to...
Classifying IMDB sentiment with Keras and Embeddings, Dropout & Conv1D
When using the Keras framework for deep learning, you have at your disposal a module called keras.datasets – which represents...
